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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Nature Ecology & Evolution
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
fundfunder
venuejournal
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

384 results · 1 filter active ·
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20162025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
384 works in the cohort · of 4,299,418page 5 of 8

Labels cover 0 of 384 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 384 of 384 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Transnational conservation to anticipate future plant shifts in Europe
Yohann Chauvier, Laura J. Pollock, Peter H. Verburg, Dirk Nikolaus Karger, Loïc Pellissier, Sébastien Lavergne +2 more
2024· article· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
37
citations
afffundno abstractunlabeled
Intergenerational equity can help to prevent climate change and extinction
Adrian Treves, Kyle A. Artelle, Chris T. Darimont, William S. Lynn, Paul C. Paquet, Francisco J. Santiago‐Ávila +2 more
2018· article· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
31
citations
affunlabeled
One sixth of Amazonian tree diversity is dependent on river floodplains
John Ethan Householder, Florian Wittmann, Jochen Schöngart, María Teresa Fernández Piedade, Wolfgang J. Junk, Edgardo M. Latrubesse +215 more
2024· article· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
30
citations
affno abstractunlabeled
Just the right temperature
Danielle A. Way
2019· letter· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
29
citations
affno abstractunlabeled
Directed conservation of the world’s reef sharks and rays
Jordan S. Goetze, Michael R. Heithaus, M. Aaron MacNeil, Euan S. Harvey, Colin A. Simpfendorfer, Michelle R. Heupel +108 more
2024· article· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
26
citations
affno abstractunlabeled
The future of ecology is collaborative, inclusive and deconstructs biases
Kelly S. Ramirez, Asmeret Asefaw Berhe, Jenn M. Burt, Graciela Gil‐Romera, Rebecca F. Johnson, Amanda M. Koltz +7 more
2017· letter· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
25
citations
affno abstractunlabeled
Best practices for genetic and genomic data archiving
Deborah M. Leigh, Amy G. Vandergast, Margaret E. Hunter, Eric D. Crandall, W. Chris Funk, Colin J. Garroway +7 more
2024· review· en· Nature Ecology & Evolution· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
24
citations
affno abstractunlabeled
Knowledge gaps about rabies transmission from vampire bats to humans
M. Brock Fenton, Daniel G. Streicker, Paul A. Racey, Merlin D. Tuttle, Rodrigo A. Medellín, Mark Daley +2 more
2020· letter· en· Nature Ecology & Evolution· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
24
citations
affunlabeled
Making marine biotechnology work for people and nature
Robert Blasiak, Jean‐Baptiste Jouffray, Diva J. Amon, Joachim Claudet, Paul Dunshirn, Peter Søgaard Jørgensen +4 more
2023· article· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · noneconsensus · none
23
citations
afffundno abstractunlabeled
Widening global variability in grassland biomass since the 1980s
Andrew S. MacDougall, Ellen Esch, Qingqing Chen, Oliver Carroll, Colin Bonner, Timothy Ohlert +80 more
2024· article· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · noneconsensus · none
22
citations
affno abstractunlabeled
Urgent need to strengthen the international commitment to IPBES
Patricia Balvanera, Unai Pascual, Sandra Dı́az, Luthando Dziba, Anne-Helene Prieur Richard, Suneetha M. Subramanian
2017· article· en· Nature Ecology & Evolution· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
22
citations
affno abstractunlabeled
Change in biological nomenclature is overdue and possible
Mirjana Roksandić, Charles M. Musiba, Predrag Radović, Joshua Lindal, Xiujie Wu, Estrela Figueiredo +3 more
2023· letter· en· Nature Ecology & Evolution· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
21
citations
affno abstractunlabeled
Climate drives global functional trait variation in lizards
Juan G. Rubalcaba, Sidney F. Gouveia, Fabricio Villalobos, Miguel Á. Olalla‐Tárraga, Jennifer M. Sunday
2023· article· en· Nature Ecology & Evolution· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
20
citations
affno abstractunlabeled
The value of long-term ecological research for evolutionary insights
Jennifer M. Cocciardi, Ava M. Hoffman, Diego F. Alvarado‐Serrano, Jill T. Anderson, Meghan Blumstein, Emma Lauren Boehm +28 more
2024· review· en· Nature Ecology & Evolution· Agricultural and Biological Sciences
distilled prediction:candidate · research_integrityconsensus · none
19
citations
affno abstractunlabeled
Snake-like limb loss in a Carboniferous amniote
Arjan Mann, Jason D. Pardo, Hillary C. Maddin
2022· article· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
19
citations
affunlabeled
Terrestrial invasive species alter marine vertebrate behaviour
Rachel L. Gunn, Cassandra E. Benkwitt, Nicholas A. J. Graham, Ian R. Hartley, Adam C. Algar, Sally A. Keith
2023· article· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
18
citations
affno abstractunlabeled
The productivity–stability trade-off in global food systems
Marie Gutgesell, Kevin S. McCann, Reilly O’Connor, Krishna Bahadur KC, Evan Fraser, John C. Moore +11 more
2024· review· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · research_integrityconsensus · none
18
citations
affno abstractunlabeled
Effects of urban-induced mutations on ecology, evolution and health
Marc T. J. Johnson, Irtaqa Arif, Francesco Marchetti, Jason Munshi‐South, Rob W. Ness, Marta Szulkin +14 more
2024· article· en· Nature Ecology & Evolution· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
17
citations

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